发现优秀的 MCP 服务器

FreeCrawl MCP Server

Enables web scraping and document processing with JavaScript execution, anti-detection measures, batch processing, and structured data extraction. Supports multiple formats including markdown, HTML, screenshots, and handles PDFs with OCR capabilities.

FeedbinMCP

An MCP server that enables users to interact with their Feedbin RSS account directly through Claude. It provides tools for reading articles, managing read and starred states, and browsing subscribed feeds and tags.

weasley-deepmind

MCP server that gives AI agents persistent long-term memory, storing and recalling facts, decisions, errors, procedures, and episodes across sessions.

Music MCP Server

Enables music library management and Chromecast playback control via LM Studio, with 21 tools for search, playback, navigation, and queue management.

Sytadel MCP Server

Provides MCP tools for Sytadel identity and access management, enabling user listing, service account management, session anomaly queries, policy generation, and access reviews.

Scrapeless MCP Server

一个模型上下文协议（Model Context Protocol）服务器实现，它使像 Claude 这样的人工智能助手能够执行 Google 搜索，并通过自然语言请求直接检索网络数据。

Self-Hosted Supabase MCP Server

Enables developers to interact with self-hosted Supabase instances, providing database introspection, migration management, auth user operations, storage management, and TypeScript type generation directly from MCP-compatible development environments.

litra-paper-search-mcp

AI-powered academic paper search MCP server with relevance scoring, summarization, author search, and credit checking. Enables users to search papers naturally and get scored results.

canvas-teacher-mcp

An MCP server for Canvas LMS that enables assistants to read course content, create assignments and pages, set due dates, and post announcements via the Canvas REST API.

AWS Infrastructure Operations MCP

A read-only MCP server that lets an AI assistant inspect a single AWS lab instance's EC2 health, recent system/nginx errors from CloudWatch, and nginx service status via SSM, with strict allowlisting and no generic shell access.

SakuttoWorks-Data-Normalizer

Secure Edge Gateway for Data Normalization.

@container-inc/mcp

针对 Container Inc. 的自动化部署的 MCP 服务器

FastAPI MCP Demo Server

A demonstration MCP server built with FastAPI that provides basic mathematical operations and greeting services. Integrates with Gemini CLI to showcase MCP protocol implementation with simple REST endpoints.

Inspectra

Enables hybrid code audits using MCP tools across 12 domains, producing structured, scored, and actionable code quality reports.

cst-mcp

Turns CST Studio Suite into an AI-controllable electromagnetic design lab, enabling conversational THz metamaterial absorber design, unit-cell automation, Floquet port control, batch solve with checkpoint-resume, and surrogate-model predictions.

Todoist MCP Server

Enables AI assistants to interact with Todoist tasks and projects through natural language. Supports comprehensive task management including creating, updating, completing tasks, managing projects, and filtering by various criteria.

my-mcp-server

A TypeScript MCP server boilerplate that provides tools like calculator, weather, geocoding, and image generation via HuggingFace, supporting both Streamable HTTP (for Vercel deployment) and stdio transports.

MCP Server Boilerplate

A starter template for building Model Context Protocol servers that can integrate AI assistants with custom tools, resource providers, and prompt templates.

scrivener-mcp

A read-only MCP server that connects Claude Desktop to Scrivener writing projects, enabling project overviews, searches, chapter reading, word counts, synopses, and notes access.

ATEX AI Service Marketplace

An MCP server that provides a unified API to access multiple AI models and Chinese compliance tools, including ad keyword detection, GEO visibility checks, and SEO scanning.

MCP-NOSTR

一个桥梁，通过实施模型上下文协议（MCP），使人工智能语言模型能够将内容发布到 Nostr 网络。

MCP Server Cookie Cutter Template

用于创建 MCP (模型控制协议) 服务器的 Cookiecutter 模板

mcp-minecraft-forge

MCP server for Forge Minecraft modding documentation. Gives AI assistants direct access to Forge docs with structured search results.

SSH MCP Server

Enables SSH operations including connecting to remote servers, executing commands, and transferring files between local and remote systems. Supports multiple SSH connections with both password and private key authentication methods.

mcp-estat-japan

Enables querying Japanese government statistics from e-Stat, including metadata, data observations, and catalog browsing.

kickstart-mcp

🚀 Kickstart-mcp 是一个关于使用 MCP 的教程，教你如何创建自己的 MCP 服务器/客户端。我们将引导你完成 MCP 之旅的每一步。

Grimoire

A local security knowledge base that indexes documentation like CVEs and CWEs using hybrid keyword and semantic search. It enables LLM agents to query indexed materials via MCP for accurate, offline retrieval during security audits and code reviews.

ComfyUI MCP Server

Enables AI agents to generate and iteratively refine images, audio, and video by interacting with a local ComfyUI instance through natural conversation. It provides comprehensive tools for workflow management, node introspection, and publishing generated assets.

gold-mcp

An MCP server that brings public gold (XAUUSD) market data into Claude, ChatGPT, and other MCP clients. Free tier includes 13 tools for price, OHLCV, macro context, correlations, and more.